jpmschweitzerandClaude Sonnet 4.5
6eed5f4d13
Add comprehensive two-tier architecture where Steward analyzes requests and Tatlock executes with scoped tools. Includes full infrastructure for request preprocessing, tool tracking, benchmarking, and streaming. **Added:** - Steward agent for request analysis and capability recommendation - Household Registry for centralized capability management - Request preprocessing pipeline (Steward → Tatlock flow) - Tool usage tracking and benchmarking system - Streaming transparency (Steward reasoning visible in streams) - Structured logging with operation timing - Redis benchmark storage with 30-day expiry - Benchmark analysis CLI tools **Infrastructure:** - src/agents/steward/ - Steward agent implementation - src/agents/tatlock_core/ - Tatlock capability domain - src/core/preprocessing.py - Request preprocessing pipeline - src/core/tool_tracking.py - Tool call tracking - src/core/benchmarks.py - Benchmark recording system - src/core/household_registry.py - Capability registry - src/core/startup.py - Application startup coordination - src/core/logging_config.py - Structured logging setup **Integration:** - Responses API uses Steward for Tatlock requests - Chat Completions wraps Responses API for OpenAI compatibility - Streaming coordinator supports Steward + Tatlock flow - Tool scoping per request based on Steward recommendations **Testing:** - Integration tests for Steward-Tatlock flow - Benchmark and registry unit tests - Steward streaming tests See PHASE2_PLAN.md and PHASE2_COMPLETE.md for detailed documentation. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
89 lines
2.4 KiB
Python
89 lines
2.4 KiB
Python
"""
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PydanticAI toolset for Tatlock's core tools.
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Converts the core tool functions into PydanticAI tool definitions
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that can be registered with agents and the household registry.
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"""
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from pydantic_ai.tools import Tool
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from . import tools
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# Create tool definitions for PydanticAI
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calculator_tool = Tool(
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function=tools.calculate,
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name="calculate",
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description=(
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"Safely evaluate mathematical expressions. "
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"Supports basic arithmetic (+, -, *, /, %, **), "
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"functions (sqrt, sin, cos, log, exp, etc.), "
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"and constants (pi, e). "
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"Use this for ALL mathematical calculations."
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),
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)
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current_datetime_tool = Tool(
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function=tools.get_current_datetime,
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name="get_current_datetime",
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description=(
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"Get the current date and time. "
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"Supports various formats: 'full' (datetime), 'date' (YYYY-MM-DD), "
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"'time' (HH:MM:SS), 'iso' (ISO 8601), or custom strftime format. "
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"Use this instead of guessing the current date/time."
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),
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)
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time_offset_tool = Tool(
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function=tools.calculate_time_offset,
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name="calculate_time_offset",
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description=(
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"Calculate a date/time relative to now. "
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"Accepts natural language like '1 week ago', '2 days from now', "
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"'3 months ago', etc. "
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"Use this for calculating past or future dates."
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),
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)
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time_difference_tool = Tool(
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function=tools.time_difference,
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name="time_difference",
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description=(
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"Calculate the difference between two dates. "
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"Accepts dates in YYYY-MM-DD or YYYY-MM-DD HH:MM:SS format. "
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"Second date can be 'now'. "
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"Returns human-readable difference (e.g., '5 days, 3 hours')."
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),
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)
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web_search_tool = Tool(
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function=tools.search_web,
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name="search_web",
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description=(
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"Search the web using SearXNG for current information. "
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"Use this to find recent events, current data, or verify facts. "
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"Returns formatted results with titles, URLs, and snippets. "
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"Useful for information that may have changed since training data."
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),
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takes_ctx=False,
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)
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# Combined toolset of all core tools
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tatlock_core_tools = [
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calculator_tool,
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current_datetime_tool,
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time_offset_tool,
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time_difference_tool,
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web_search_tool,
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]
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def get_core_tools():
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"""
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Get list of Tatlock's core tool definitions.
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Returns:
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List of PydanticAI Tool objects
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"""
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return tatlock_core_tools
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